Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9321508 0.6848617 0.4390953
bt 0.8450234 0.5436628 0.2431104
maxnet 0.7980809 0.5190206 NA
gam 0.8075781 0.4800398 0.2049282
glm 0.7449929 0.4499707 0.1145716

Variable Importance

Partial Dependence